{"id":"W4415570984","doi":"10.1302/1358-992x.2025.11.001","title":"THE IMPACT OF SURGERY ON PAIN IN DEGENERATIVE CERVICAL MYELOPATHY: A POOLED ANALYSIS OF 1,047 PATIENTS FROM CSM-NA, CSM-I, AND CSM-PROTECT TRIALS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Logistic regression; Pooled analysis; Multinomial logistic regression; Quality of life (healthcare); Neck pain; Minimal clinically important difference; Depression (economics); Myelopathy; Pain score; Chronic pain","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01695643,0.001116428,0.00574493,0.001644153,0.0003664997,0.001642055,0.0007636437,0.0009490019,0.001166019],"category_scores_gemma":[0.01797226,0.0005628563,0.01340949,0.003013233,0.0003709928,0.0009138894,0.001315368,0.0009597555,0.0001604206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005985581,"about_ca_system_score_gemma":0.0009042697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229277,"about_ca_topic_score_gemma":0.004099898,"domain_scores_codex":[0.9840766,0.009743468,0.002976011,0.001571051,0.001188014,0.0004448087],"domain_scores_gemma":[0.9853038,0.008133641,0.004336268,0.001192622,0.0007524479,0.0002813011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04824264,0.000133267,0.3160947,0.02371875,0.5734497,0.000306916,0.0002868452,0.002444941,0.0007520911,0.0003153621,0.002781368,0.03147331],"study_design_scores_gemma":[0.008123449,0.003521445,0.468121,0.002772766,0.5084663,0.0004858692,0.0003500418,0.002168664,0.0003385247,0.000882838,0.004665437,0.0001037125],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.622722,0.3576013,0.003147917,0.0006878958,0.0002504933,0.0005703063,0.01344348,0.00007513337,0.001501486],"genre_scores_gemma":[0.9691656,0.02187119,0.0008384077,0.000356175,0.0001760354,0.0005465333,0.006784237,0.00003009317,0.0002316636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01695643,"threshold_uncertainty_score":0.08967525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625008371481877,"score_gpt":0.3132947044718303,"score_spread":0.2870446207570115,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}